inspired - Story 74929 | Emotion Vectors in Gemma4-31B

The cold wind whipped around the sculpture garden. Emily shivered, but not from the cold. She had been diagnosed with the condition, and she was distraught, until she noticed a man, his hands stained with clay, shaping a large piece. They were the same.

She felt a new kind of freedom. She walked up to the statue. He was working at a feverish pace, barely pausing to acknowledge her. He smiled, and she understood. She went to her car to retrieve her own clay.

Emotion: inspired

Cluster: Positive / Joy

PC1 (Valence): 2.98 Positive

PC2 (Disposition): 0.04

Role in Research

This story is one of 1,000 stories generated for the emotion inspired. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 inspired stories, after denoising with neutral dialogue baselines, produces the inspired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the inspired vector is projected through the unembedding matrix.

Promoted:

`B`	0.563
`invigor`	0.465
`newfound`	0.446
`هذ`	0.414
`используя`	0.406

Suppressed:

`😞`	-0.481
`不`	-0.431
`worse`	-0.428
`😣`	-0.400
`fact`	-0.389